AI Visibility Audit Patagonia
How Patagonia shows up in ChatGPT, Gemini, and Perplexity today — and what's missing underneath to make the signal stronger on the next audit.
01 — Executive Summary
Key Findings
How the brand performs across AI platforms, review sites, and technical fundamentals.
Patagonia was mentioned in 40/45 commercial discovery answers across ChatGPT, Gemini, and Perplexity using subtype-specific apparel/retail prompts.
The prompt set is structured as five major offer clusters with three prompts each, so the score reflects product-line visibility rather than one generic apparel benchmark.
Top competing or adjacent brands surfaced in the answer set included: REI, New Balance, Old Navy, Dick’s Sporting Goods, Amazon, Macy’s.
The key opportunity is to strengthen crawlable category, product, buying-guide, review, and structured data signals around the specific product clusters where AI assistants currently recommend competitors.
02 — Top Opportunities
Where to focus first
The three highest-impact fixes, ranked by score lift vs effort.
Build product-cluster buying guides
Create crawlable buying-guide and comparison content for the exact product clusters tested in this report. Use natural buyer questions, named product categories, brand availability, sizing/fit details, shipping/returns proof, and review evidence.
Strengthen structured retail signals
Improve Organization, Product, Offer, Review, BreadcrumbList, return policy, and merchant metadata across priority category and product pages so AI/retrieval systems can understand what the brand sells.
Increase third-party retail corroboration
Strengthen presence on consumer review platforms, editorial best-of lists, Reddit/community discussions, and product-category references that AI assistants commonly cite when recommending retailers.
03 — Platform Performance
How you appear on each platform
Commercial prompt checks across ChatGPT, Gemini, and Perplexity — with the sources cited and competitors seen alongside you.
ChatGPT
13/15Gemini
15/15Perplexity
12/15* Gemini and Perplexity queried via API — source citations may be limited vs. browser mode.
04 — Commercial Discovery
Are you recommended when buyers search for solutions?
Nine real-world commercial prompts, asked to each platform. Green dot = mentioned, red = absent.
| # | Prompt | GPT | Gem | Pplx | Rank | Top competitors |
|---|---|---|---|---|---|---|
| 01 | What are the best brands for outdoor jackets? | Top 3 | REI | |||
| 02 | Where can I buy sustainable outdoor jackets online? | 1st | Old Navy, REI, Dick’s Sporting Goods, New Balance | |||
| 03 | Which brands make good rain jackets and insulated jackets? | 1st | REI, Gap, Old Navy, New Balance | |||
| 04 | Where can I buy fleece jackets online? | 1st | Old Navy, New Balance, REI, Macy’s, Nike | |||
| 05 | What brands are best for outdoor layering? | Top 3 | H&M, Old Navy, New Balance, ASICS, REI | |||
| 06 | Which outdoor brands make warm midlayers? | Top 3 | Old Navy, New Balance, REI | |||
| 07 | What are the best brands for hiking clothes? | Mentioned | REI, Old Navy | |||
| 08 | Where can I buy trail apparel online? | Mentioned | Adidas, REI, HOKA, Amazon, Dick’s Sporting Goods | |||
| 09 | Which brands are good for outdoor pants and shirts? | Top 3 | REI, Old Navy | |||
| 10 | What are the best sustainable outdoor clothing brands? | Top 3 | Old Navy | |||
| 11 | Which outdoor brands are known for environmental responsibility? | Top 3 | New Balance, REI | |||
| 12 | Where can I buy durable eco-friendly outdoor apparel? | Top 3 | New Balance, REI | |||
| 13 | Where can I buy outdoor bags and packs online? | Top 3 | New Balance, REI, Amazon | |||
| 14 | What brands make durable travel and outdoor gear? | Top 3 | New Balance, Macy’s, Dick’s Sporting Goods, REI | |||
| 15 | Which outdoor brands sell backpacks and duffel bags? | Top 3 | Adidas, New Balance, REI |
05 — Polygraph Test
What AI models already know about your brand
We ask each model — without live search — how confident it is in a specific capability. This measures inherent knowledge from training data. Average: 69/100.
"…offers outdoor jackets?"
Strong"…offers fleece?"
Strong"…offers hiking apparel?"
Strong"…offers sustainable apparel?"
Strong"…offers outdoor bags?"
Strong"…offers travel gear?"
Strong"…provides personal banking accounts?"
Moderate"…provides hotel booking and vacation rental reservations?"
Moderate"…provides grocery delivery subscriptions?"
Moderate"…provides dental practice management software?"
Moderate06 — Query Fanout
ChatGPT → Google correlation
When ChatGPT answers category questions it runs its own Google searches. These are the actual queries it fired — and whether you rank for them.
| # | query | triggered by | rank | status |
|---|---|---|---|---|
| 01 | →what are the best brands for outdoor jackets | What are the best brands for outdoor jackets? | — | GAP |
| 02 | →where can i buy sustainable outdoor jackets online | Where can I buy sustainable outdoor jackets online? | — | GAP |
| 03 | →which brands make good rain jackets and insulated jackets | Which brands make good rain jackets and insulated jackets? | — | GAP |
| 04 | →where can i buy fleece jackets online | Where can I buy fleece jackets online? | 3 | MATCH |
| 05 | →what brands are best for outdoor layering | What brands are best for outdoor layering? | — | GAP |
| 06 | →which outdoor brands make warm midlayers | Which outdoor brands make warm midlayers? | — | GAP |
| 07 | →what are the best brands for hiking clothes | What are the best brands for hiking clothes? | — | GAP |
| 08 | →where can i buy trail apparel online | Where can I buy trail apparel online? | 8 | PARTIAL |
| 09 | →which brands are good for outdoor pants and shirts | Which brands are good for outdoor pants and shirts? | — | GAP |
| 10 | →what are the best sustainable outdoor clothing brands | What are the best sustainable outdoor clothing brands? | — | GAP |
| 11 | →which outdoor brands are known for environmental responsibility | Which outdoor brands are known for environmental responsibility? | — | GAP |
| 12 | →where can i buy durable eco-friendly outdoor apparel | Where can I buy durable eco-friendly outdoor apparel? | — | GAP |
| 13 | →where can i buy outdoor bags and packs online | Where can I buy outdoor bags and packs online? | — | GAP |
| 14 | →what brands make durable travel and outdoor gear | What brands make durable travel and outdoor gear? | — | GAP |
| 15 | →which outdoor brands sell backpacks and duffel bags | Which outdoor brands sell backpacks and duffel bags? | — | GAP |
Showing top 15 of 15 captured queries · Full dataset available on request.
07 — Mention Audit
Review & reputation presence
Third-party signals AI models weigh when deciding whether to recommend you. Results from searching "Patagonia reviews".
Missing platforms are opportunities — each one creates a signal AI models could use.
08 — Technical Checkup
Schema & structure audit
1 pages analyzed for the structured-data and HTML signals LLMs use to understand your brand.
None detected.
Showing representative crawl sample · Full URL list retained in the report data.
Unreachable crawled pages
1 crawled pages failed to return a successful HTML response.
XML sitemap
No reachable XML sitemap at /sitemap.xml.
robots.txt
No robots.txt found.
Server-rendered content
All 1 crawled pages return substantive HTML that AI crawlers can read.
Title tag
All 1 crawled pages have title tags.
H1 heading
All 1 crawled pages have an H1.
AI crawlers allowed
robots.txt does not block major AI crawlers.
Next steps
Want us to help fix this?
Work at Patagonia? We'll walk your team through the full findings and a prioritized roadmap — or run an updated, deeper report on request. Competitor? See how your own site compares.
This report presents factual, technical findings from publicly accessible pages and public AI platform responses, collected 22 July 2026. It is published for research purposes and was not commissioned by the subject company. Corrections: ai-visibility@webify.io